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Speech Representation Learning

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Showing 51–75 of 131 papers

TitleStatusHype
VATLM: Visual-Audio-Text Pre-Training with Unified Masked Prediction for Speech Representation Learning—0
MT4SSL: Boosting Self-Supervised Speech Representation Learning by Integrating Multiple TargetsCode1
Improving the Robustness of DistilHuBERT to Unseen Noisy Conditions via Data Augmentation, Curriculum Learning, and Multi-Task Enhancement—0
ERNIE-SAT: Speech and Text Joint Pretraining for Cross-Lingual Multi-Speaker Text-to-SpeechCode6
SLICER: Learning universal audio representations using low-resource self-supervised pre-trainingCode1
data2vec-aqc: Search for the right Teaching Assistant in the Teacher-Student training setupCode1
Application of Knowledge Distillation to Multi-task Speech Representation Learning—0
Robust Data2vec: Noise-robust Speech Representation Learning for ASR by Combining Regression and Improved Contrastive LearningCode1
Disentangled Speech Representation Learning for One-Shot Cross-lingual Voice Conversion Using β-VAE—0
Improving Speech Representation Learning via Speech-level and Phoneme-level Masking Approach—0
SUPERB @ SLT 2022: Challenge on Generalization and Efficiency of Self-Supervised Speech Representation Learning—0
Experiments on Turkish ASR with Self-Supervised Speech Representation Learning—0
On the Use of Semantically-Aligned Speech Representations for Spoken Language Understanding—0
The Efficacy of Self-Supervised Speech Models for Audio RepresentationsCode1
Unsupervised TTS Acoustic Modeling for TTS with Conditional Disentangled Sequential VAE—0
Self-supervised models of audio effectively explain human cortical responses to speech—0
TranSpeech: Speech-to-Speech Translation With Bilateral PerturbationCode1
Self-Supervised Speech Representation Learning: A Review—0
SAMU-XLSR: Semantically-Aligned Multimodal Utterance-level Cross-Lingual Speech Representation—0
Automatic Data Augmentation Selection and Parametrization in Contrastive Self-Supervised Speech Representation LearningCode0
Automatic Pronunciation Assessment using Self-Supervised Speech Representation Learning—0
Disentangled Speech Representation Learning Based on Factorized Hierarchical Variational Autoencoder with Self-Supervised Objective—0
Deep Neural Convolutive Matrix Factorization for Articulatory Representation DecompositionCode0
PADA: Pruning Assisted Domain Adaptation for Self-Supervised Speech RepresentationsCode0
Robust Disentangled Variational Speech Representation Learning for Zero-shot Voice ConversionCode1
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